Time-Series Anomaly Detection on LTDB (AUC-ROC) benchmark leaderboard · SOTA2 Research

Time-Series Anomaly Detection on LTDB (AUC-ROC)

78AUC-ROCTSPulse

Evaluation Results

Method	Links
TSPulse2026.03		78
OmniAnomaly2026.03		77
PCA2026.03		76
USAD2026.03		76
ARTA2026.03		69
IForest2026.03		66
DeepAnT2026.03		65
TSPulse2026.03		63
TimesNet2026.03		62
TranAD2026.03		61
OFA2026.03		61
FREE2026.03		61
FITS2026.03		59
KMeansAD2026.03		57
HBOS2026.03		54
RobustPCA2026.03		54
COPOD2026.03		54
MCD2026.03		53
AutoEncoder2026.03		53
Donut2026.03		53
OCSVM2026.03		52
CBLOF2026.03		52
EIF2026.03		51
KNN2026.03		50
LOF2026.03		50
LSTMAD2026.03		48
AnomalyTransformer2026.03		48